零样本分类论文趋势 2023–2026

零样本识别

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 992 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

零样本分类论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202346552874203
202482455184262
202586564979270
202668446481257

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部零样本分类论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 992 篇，第 16 / 20 页

  1. NeurIPS 2024LLM-based Skill Diffusion for Zero-shot Policy Adaptation
  2. NeurIPS 2024LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings
  3. NeurIPS 2024LRM-Zero: Training Large Reconstruction Models with Synthesized Data
  4. NeurIPS 2024Masked Pre-training Enables Universal Zero-shot Denoiser
  5. NeurIPS 2024Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation
  6. NeurIPS 2024Model-Based Transfer Learning for Contextual Reinforcement Learning
  7. NeurIPS 2024Multiclass Transductive Online Learning
  8. NeurIPS 2024Neural Collapse To Multiple Centers For Imbalanced Data
  9. NeurIPS 2024Neuronal Competition Groups with Supervised STDP for Spike-Based Classification
  10. NeurIPS 2024Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks
  11. NeurIPS 2024Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuli
  12. NeurIPS 2024Online Classification with Predictions
  13. NeurIPS 2024Optimal Classification under Performative Distribution Shift
  14. NeurIPS 2024OTTER: Effortless Label Distribution Adaptation of Zero-shot Models
  15. NeurIPS 2024PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection
  16. NeurIPS 2024Pretrained Optimization Model for Zero-Shot Black Box Optimization
  17. NeurIPS 2024Recognize Any Regions
  18. NeurIPS 2024Robust Fine-tuning of Zero-shot Models via Variance Reduction
  19. NeurIPS 2024Segment Any Change
  20. NeurIPS 2024SG-Nav: Online 3D Scene Graph Prompting for LLM-based Zero-shot Object Navigation
  21. NeurIPS 2024Skill-aware Mutual Information Optimisation for Zero-shot Generalisation in Reinforcement Learning
  22. NeurIPS 2024Smoothed Online Classification can be Harder than Batch Classification
  23. NeurIPS 2024Soft-Label Integration for Robust Toxicity Classification
  24. NeurIPS 2024Solving Zero-Sum Markov Games with Continuous State via Spectral Dynamic Embedding
  25. NeurIPS 2024SpeAr: A Spectral Approach for Zero-Shot Node Classification
  26. NeurIPS 2024Stabilizing Zero-Shot Prediction: A Novel Antidote to Forgetting in Continual Vision-Language Tasks
  27. NeurIPS 2024SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention
  28. NeurIPS 2024Text-Infused Attention and Foreground-Aware Modeling for Zero-Shot Temporal Action Detection
  29. NeurIPS 2024TPR: Topology-Preserving Reservoirs for Generalized Zero-Shot Learning
  30. NeurIPS 2024UniBench: Visual Reasoning Requires Rethinking Vision-Language Beyond Scaling
  31. NeurIPS 2024Zero-Shot Event-Intensity Asymmetric Stereo via Visual Prompting from Image Domain
  32. NeurIPS 2024Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection
  33. NeurIPS 2024Zero-shot Image Editing with Reference Imitation
  34. NeurIPS 2024Zero-Shot Reinforcement Learning from Low Quality Data
  35. NeurIPS 2024Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly
  36. NeurIPS 2024Zero-Shot Tokenizer Transfer
  37. NeurIPS 2024Zero-Shot Transfer of Neural ODEs
  38. NeurIPS 2024Zero-to-Hero: Enhancing Zero-Shot Novel View Synthesis via Attention Map Filtering
  39. NeurIPS 2024ZOPP: A Framework of Zero-shot Offboard Panoptic Perception for Autonomous Driving
  40. CVPR 2023(ML)$^2$P-Encoder: On Exploration of Channel-Class Correlation for Multi-Label Zero-Shot Learning
  41. CVPR 2023A Loopback Network for Explainable Microvascular Invasion Classification
  42. CVPR 2023Active Exploration of Multimodal Complementarity for Few-Shot Action Recognition
  43. CVPR 2023An Erudite Fine-Grained Visual Classification Model
  44. CVPR 2023AVFormer: Injecting Vision Into Frozen Speech Models for Zero-Shot AV-ASR
  45. CVPR 2023Bi-Directional Distribution Alignment for Transductive Zero-Shot Learning
  46. CVPR 2023Bi-Level Meta-Learning for Few-Shot Domain Generalization
  47. CVPR 2023CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not
  48. CVPR 2023CLIP-Sculptor: Zero-Shot Generation of High-Fidelity and Diverse Shapes From Natural Language
  49. CVPR 2023ConZIC: Controllable Zero-Shot Image Captioning by Sampling-Based Polishing
  50. CVPR 2023CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

用 paperlist 查零样本分类在 CVPR 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "zero-shot-classification"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

常见问题

2023–2026 年四大会议一共有多少篇零样本分类论文？
共 992 篇，按年份分别是 2023 年 203 篇、2024 年 262 篇、2025 年 270 篇、2026 年 257 篇。
NeurIPS 2026 有多少篇零样本分类论文？
NeurIPS 2026 有 68 篇零样本分类论文，上一届是 86 篇。
ICLR 2026 有多少篇零样本分类论文？
ICLR 2026 有 44 篇零样本分类论文，上一届是 56 篇。
ICML 2026 有多少篇零样本分类论文？
ICML 2026 有 64 篇零样本分类论文，上一届是 49 篇。
CVPR 2026 有多少篇零样本分类论文？
CVPR 2026 有 81 篇零样本分类论文，上一届是 79 篇。
哪个会议的零样本分类论文最多？
CVPR，2023–2026 年共 318 篇。

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